Residential area deprivation and risk of subsequent hospital admission in a British population: the EPIC-Norfolk cohort

Objectives To investigate whether residential area deprivation index predicts subsequent admissions to hospital and time spent in hospital independently of individual social class and lifestyle factors. Design Prospective population-based study. Setting The European Prospective Investigation into Cancer in Norfolk (EPIC-Norfolk) study. Participants 11 214 men and 13 763 women in the general population, aged 40–79 years at recruitment (1993–1997), alive in 1999. Main outcome measure Total admissions to hospital and time spent in hospital during a 19-year time period (1999–2018). Results Compared to those with residential Townsend Area Deprivation Index lower than the average for England and Wales, those with a higher than average deprivation index had a higher likelihood of spending >20 days in hospital multivariable adjusted OR 1.18 (95% CI 1.07 to 1.29) and having 7 or more admissions OR 1.11 (95% CI 1.02 to 1.22) after adjustment for age, sex, smoking status, education, social class and body mass index. Occupational social class and educational attainment modified the association between area deprivation and hospitalisation; those with manual social class and lower education level were at greater risk of hospitalisation when living in an area with higher deprivation index (p-interaction=0.025 and 0.020, respectively), while the risk for non-manual and more highly educated participants did not vary greatly by area of residence. Conclusion Residential area deprivation predicts future hospitalisations, time spent in hospital and number of admissions, independently of individual social class and education level and other behavioural factors. There are significant interactions such that residential area deprivation has greater impact in those with low education level or manual social class. Conversely, higher education level and social class mitigated the association of area deprivation with hospital usage.

[1]  M. Kivimäki,et al.  Socioeconomic differences in healthy and disease-free life expectancy between ages 50 and 75: a multi-cohort study , 2018, European journal of public health.

[2]  W. Henley,et al.  What is the relationship between age and deprivation in influencing emergency hospital admissions? A model using data from a defined, comprehensive, all-age cohort in East Devon, UK , 2017, BMJ Open.

[3]  T. Eikemo,et al.  Exploring the differences in general practitioner and health care specialist utilization according to education, occupation, income and social networks across Europe: findings from the European social survey (2014) special module on the social determinants of health , 2017, European journal of public health.

[4]  T. Farragher,et al.  Are differences in travel time or distance to healthcare for adults in global north countries associated with an impact on health outcomes? A systematic review , 2016, BMJ Open.

[5]  R. Cookson,et al.  The costs of inequality: whole-population modelling study of lifetime inpatient hospital costs in the English National Health Service by level of neighbourhood deprivation , 2016, Journal of Epidemiology & Community Health.

[6]  K. Khaw,et al.  Predicting admissions and time spent in hospital over a decade in a population-based record linkage study: the EPIC-Norfolk cohort , 2016, BMJ Open.

[7]  S. Coveney,et al.  Deprivation index and dependency ratio are key determinants of emergency medical admission rates. , 2015, European journal of internal medicine.

[8]  H. Stelfox,et al.  Impact of socio-economic status on hospital length of stay following injury: a multicenter cohort study , 2015, BMC Health Services Research.

[9]  R. Wilkinson,et al.  Income inequality and health: a causal review. , 2015, Social science & medicine.

[10]  Nicholas J Wareham,et al.  Cohort Profile: A prospective cohort study of objective physical and cognitive capability and visual health in an ageing population of men and women in Norfolk (EPIC-Norfolk 3) , 2013, International journal of epidemiology.

[11]  A. Majeed Life expectancy at birth and at age 65 for local areas in England and Wales , 2013, BMJ.

[12]  John Billings,et al.  Choosing a model to predict hospital admission: an observational study of new variants of predictive models for case finding , 2013, BMJ Open.

[13]  S. Coveney,et al.  Deprivation as an outcome determinant in emergency medical admissions. , 2013, QJM : monthly journal of the Association of Physicians.

[14]  Dennis Luxen,et al.  Real-time routing with OpenStreetMap data , 2011, GIS.

[15]  R. Busse,et al.  Poland health system review. , 2011, Health systems in transition.

[16]  Seán Boyle,et al.  United Kingdom (England): Health system review. , 2011, Health systems in transition.

[17]  K. Khaw,et al.  Different measures of social class in women and mortality , 2009, European Journal of Epidemiology.

[18]  A. Ellaway,et al.  Do poorer people have poorer access to local resources and facilities? The distribution of local resources by area deprivation in Glasgow, Scotland☆ , 2008, Social science & medicine.

[19]  Sharon Friel,et al.  Closing the gap in a generation: health equity through action on the social determinants of health , 2008, The Lancet.

[20]  N. Wareham,et al.  Occupational social class, risk factors and cardiovascular disease incidence in men and women: a prospective study in the European Prospective Investigation of Cancer and Nutrition in Norfolk (EPIC-Norfolk) cohort , 2008, European Journal of Epidemiology.

[21]  Jon Nicholl,et al.  The relationship between distance to hospital and patient mortality in emergencies: an observational study , 2007, Emergency Medicine Journal.

[22]  E. van Doorslaer,et al.  Inequalities in access to medical care by income in developed countries , 2006, Canadian Medical Association Journal.

[23]  M. Gilthorpe,et al.  Rural/urban differences in the association between deprivation and healthcare utilisation. , 2003, Social science & medicine.

[24]  Mai Stafford,et al.  Neighbourhood deprivation and health: does it affect us all equally? , 2003, International journal of epidemiology.

[25]  R. Luben,et al.  Residential area deprivation predicts smoking habit independently of individual educational level and occupational social class. A cross sectional study in the Norfolk cohort of the European Investigation into Cancer (EPIC-Norfolk) , 2003, Journal of epidemiology and community health.

[26]  D. Fone,et al.  Does car ownership reflect socio-economic disadvantage in rural areas? A cross-sectional geographical study in Wales, UK. , 2003, Public health.

[27]  N. Day,et al.  EPIC-Norfolk: study design and characteristics of the cohort. European Prospective Investigation of Cancer. , 1999, British journal of cancer.

[28]  Stationery Office,et al.  Independent Inquiry into Inequalities in Health: Report , 1999 .

[29]  G. Watt,et al.  Individual social class, area-based deprivation, cardiovascular disease risk factors, and mortality: the Renfrew and Paisley Study. , 1998, Journal of epidemiology and community health.

[30]  L. Smith,et al.  Emergency admissions of older people to hospital: a link with material deprivation. , 1998, Journal of public health medicine.

[31]  J. Lynch,et al.  Understanding How Inequality in the Distribution of Income Affects Health , 1997, Journal of health psychology.

[32]  P. Townsend,et al.  Widening inequality of health in northern England, 1981-91 , 1994, BMJ.

[33]  S. Macintyre,et al.  Area, Class and Health: Should we be Focusing on Places or People? , 1993, Journal of Social Policy.

[34]  G. Smith,et al.  The Black report on socioeconomic inequalities in health 10 years on. , 1990, BMJ.

[35]  P. Townsend,et al.  Health and Deprivation: Inequality and the North , 1987 .

[36]  S. Court Inequalities in health. Report of a research working group. , 1981, Archives of disease in childhood.

[37]  D. Black Inequalities in health : report / of a research working group , 1980 .

[38]  Richard Bland Measuring "Social Class" , 1979 .

[39]  A. Antonovsky Social Class and Illness: A Reconsideration* , 1967 .